{"id":472,"date":"2023-06-12T13:58:40","date_gmt":"2023-06-12T13:58:40","guid":{"rendered":"https:\/\/webresources-uat.com\/acrp0361\/?post_type=glossary&#038;p=472"},"modified":"2023-06-12T13:58:40","modified_gmt":"2023-06-12T13:58:40","slug":"deep-learning-model","status":"publish","type":"glossary","link":"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/deep-learning-model\/","title":{"rendered":"Deep Learning Model"},"content":{"rendered":"<p><span class=\"NormalTextRun SCXW98948904 BCX0\">Automated computational algorithms that consist of large multi-layer (artificial) neural networks, used for machine learning tasks with better generalization from small data and better scaling to <a class=\"glossaryLink\"  aria-describedby=\"tt\"  data-cmtooltip=\"&lt;div class=glossaryItemTitle&gt;Big Data&lt;\/div&gt;&lt;div class=glossaryItemBody&gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt;High volume, high velocity&amp;lt;\/span&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt;,&amp;lt;\/span&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt; and high variety information assets that require cost-effective, innovative forms of information processing to &amp;lt;\/span&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt;identify&amp;lt;\/span&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt; insights and inform decision-making.&amp;lt;\/span&amp;gt;&lt;\/div&gt;\"  href=\"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/big-data\/\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>big data<\/a> and computer budgets<\/span><span class=\"NormalTextRun SCXW98948904 BCX0\">.&nbsp;&nbsp;<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Automated computational algorithms that consist of large multi-layer (artificial) neural networks, used for machine learning tasks with better generalization from small data and better scaling to <a class=\"glossaryLink\" aria-describedby=\"tt\" data-cmtooltip=\"&lt;div class=glossaryItemTitle&gt;Big Data&lt;\/div&gt;&lt;div class=glossaryItemBody&gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt;High volume, high velocity&amp;lt;\/span&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt;,&amp;lt;\/span&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt; and high variety information assets that require cost-effective, innovative forms of information processing to &amp;lt;\/span&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt;identify&amp;lt;\/span&amp;gt;&amp;lt;span class=&amp;quot;NormalTextRun SCXW195689114 BCX0&amp;quot;&amp;gt; insights and inform decision-making.&amp;lt;\/span&amp;gt;&lt;\/div&gt;\" href=\"https:\/\/crp.trb.org\/acrpwebresource18\/glossary\/big-data\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">big data<\/a> and computer budgets.&nbsp;&nbsp;<\/p>\n","protected":false},"author":111,"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"glossary-categories":[],"glossary-tags":[],"class_list":["post-472","glossary","type-glossary","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary\/472","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/users\/111"}],"version-history":[{"count":0,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary\/472\/revisions"}],"wp:attachment":[{"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/media?parent=472"}],"wp:term":[{"taxonomy":"glossary-categories","embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary-categories?post=472"},{"taxonomy":"glossary-tags","embeddable":true,"href":"https:\/\/crp.trb.org\/acrpwebresource18\/wp-json\/wp\/v2\/glossary-tags?post=472"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}